Classification of musculoskeletal pain using machine learning

Classification of musculoskeletal pain using machine learning

Abstract Musculoskeletal pain is a significant health concern affecting individuals across various demographics and professions, often leading to reduced productivity and impaired quality of life. This study proposes a framework leveraging Particle Swarm Optimization (PSO) to evaluate and assess mus...

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Bibliographic Details
Main Authors: Dalia Mohamed Fouad, Marwa Mahmoud Mahfouz, Mohammed Mostafa Mohamed, Mahmoud Yassin Elzanaty, Tarek Abd El-Hafeez
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Musculoskeletal pain
Particle swarm optimization (PSO)
Neural networks
Classification
Personalized interventions
Clinical validation
Online Access:https://doi.org/10.1038/s41598-025-12049-9
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